RAPIDS

Sep 14, 2023
ICYMI: Run RAPIDS-Accelerated Apache Spark on Amazon EMR
Streamline and accelerate deployment by integrating ETL and ML training into a single Apache Spark script on Amazon EMR.
1 MIN READ

Sep 12, 2023
Power Your Business with NVIDIA AI Enterprise 4.0 for Production-Ready Generative AI
Crossing the chasm and reaching its iPhone moment, generative AI must scale to fulfill exponentially increasing demands. Reliability and uptime are critical for...
4 MIN READ

Sep 11, 2023
Accelerating Vector Search: Fine-Tuning GPU Index Algorithms
The first post in this series introduced vector search indexes, explained the role they play in enabling a widespread range of important applications, and...
11 MIN READ

Sep 11, 2023
Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT
In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ

Sep 07, 2023
Unlocking Multi-GPU Model Training with Dask XGBoost
As data scientists, we often face the challenging task of training large models on huge datasets. One commonly used tool, XGBoost, is a robust and efficient...
11 MIN READ

Sep 06, 2023
GPUs for ETL? Optimizing ETL Architecture for Apache Spark SQL Operations
Extract-transform-load (ETL) operations with GPUs using the NVIDIA RAPIDS Accelerator for Apache Spark running on large-scale data can produce both cost savings...
8 MIN READ

Aug 31, 2023
Introduction to Graph Neural Networks with NVIDIA cuGraph-DGL
Graph neural networks (GNNs) have emerged as a powerful tool for a variety of machine learning tasks on graph-structured data. These tasks range from node...
7 MIN READ

Aug 30, 2023
Workshop: Enhancing Data Science Outcomes with Efficient Workflows
Learn to create an end-to-end machine learning pipeline for large datasets with this virtual, hands-on workshop.
1 MIN READ

Aug 23, 2023
ICYMI: Utilizing GPUs for Machine Learning with RAPIDS
Delve into how TMA Solutions is accelerating original ML and AI workflows with RAPIDS.
1 MIN READ

Aug 10, 2023
Pro Tips for Building Multilingual Recommender Systems
Picture this: You're browsing through an online store, looking for the perfect pair of running shoes. But with thousands of options available, where do you even...
12 MIN READ

Aug 04, 2023
ICYMI: Unlocking the Power of GPU-Accelerated DataFrames in Python
Read this tutorial on how to tap into GPUs by importing cuDF instead of pandas–with only a few code changes.
1 MIN READ

Jul 17, 2023
New Video: Visualizing Census Data with RAPIDS cuDF and Plotly Dash
Gathering business insights can be a pain, especially when you're dealing with countless data points. It’s no secret that GPUs can be a time-saver for...
2 MIN READ

Jul 17, 2023
GPUs for ETL? Run Faster, Less Costly Workloads with NVIDIA RAPIDS Accelerator for Apache Spark and Databricks
We were stuck. Really stuck. With a hard delivery deadline looming, our team needed to figure out how to process a complex extract-transform-load (ETL) job on...
7 MIN READ

Jul 13, 2023
Whole Slide Image Analysis in Real Time with MONAI and RAPIDS
Digital pathology slide scanners generate massive images. Glass slides are routinely scanned at 40x magnification, resulting in gigapixel images. Compression...
10 MIN READ

Jul 11, 2023
Accelerated Data Analytics: A Guide to Data Visualization with RAPIDS
Visualization brings data to life, unveiling hidden patterns and insights through accessible visuals, and empowering you and your organization to perceive the...
10 MIN READ

Jul 11, 2023
Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn
If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver...
13 MIN READ